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Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

IEEE transactions on audio, speech, and language processing, 2010-03, Vol.18 (3), p.550-563

2010

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Performance measurement in blind audio source separation

IEEE transactions on audio, speech, and language processing, 2006-07, Vol.14 (4), p.1462-1469

2006

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Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals

IEEE transactions on audio, speech, and language processing, 2010-03, Vol.18 (3), p.564-575

2010

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A Bayesian Approach for Blind Separation of Sparse Sources

IEEE transactions on audio, speech, and language processing, 2006-11, Vol.14 (6), p.2174-2188

2006

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Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio

IEEE transactions on audio, speech, and language processing, 2008-01, Vol.16 (1), p.174-185

2008

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Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

Neural computation, 2009-03, Vol.21 (3), p.793-830

2009

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Two contributions to blind source separation using time-frequency distributions

IEEE signal processing letters, 2004-03, Vol.11 (3), p.386-389

2004

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Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals

IEEE transactions on biomedical engineering, 2004-09, Vol.51 (9), p.1555-1567

2004

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Sparse linear regression in unions of bases via Bayesian variable selection

IEEE signal processing letters, 2006-07, Vol.13 (7), p.441-444

2006

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Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring

IEEE transactions on multimedia, 2013-02, Vol.15 (2), p.415-425

2013

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Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model

IEEE transactions on signal processing, 2012-10, Vol.60 (10), p.5163-5175

2012

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Piecewise constant nonnegative matrix factorization

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.6721-6725

2014

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Maximum likelihood approach for blind audio source separation using time-frequency Gaussian source models

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005, 2005, p.78-81

2005

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Decomposing the video editing structure of a talk-show using nonnegative matrix factorization

2012 19th IEEE International Conference on Image Processing, 2012, p.3105-3108

2012

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Chord Recognition by Fitting Rescaled Chroma Vectors to Chord Templates

IEEE transactions on audio, speech, and language processing, 2011-09, Vol.19 (7), p.2222-2233

2011

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Automatic Relevance Determination in Nonnegative Matrix Factorization with the /spl beta/-Divergence

IEEE transactions on pattern analysis and machine intelligence, 2013-07, Vol.35 (7), p.1592-1605

2013

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Probabilistic Template-Based Chord Recognition

IEEE transactions on audio, speech, and language processing, 2011-11, Vol.19 (8), p.2249-2259

2011

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Optimal cost function and magnitude power for NMF-based speech separation and music interpolation

2012 IEEE International Workshop on Machine Learning for Signal Processing, 2012, p.1-6

2012

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Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence

2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011, p.313-316

2011

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Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

2013 IEEE International Conference on Acoustics, Speech and Signal Processing, 2013, p.3537-3541

2013

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Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation

2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009, p.121-124

2009

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Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.3137-3140

2009

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Blind Separation of Sparse Sources Using Jeffrey’s Inverse Prior and the EM Algorithm

Independent Component Analysis and Blind Signal Separation, 2006, p.593-600

2006

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A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription

2009 IEEE International Conference on Acoustics, Speech and Signal Processing, 2009, p.1545-1548

2009

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Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources

2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, 2006, Vol.5, p.V-V

2006

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Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation

Performance measurement in blind audio source separation

Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals

A Bayesian Approach for Blind Separation of Sparse Sources

Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio

Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

Two contributions to blind source separation using time-frequency distributions

Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals

Sparse linear regression in unions of bases via Bayesian variable selection

Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring

Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model

Piecewise constant nonnegative matrix factorization

Maximum likelihood approach for blind audio source separation using time-frequency Gaussian source models

Decomposing the video editing structure of a talk-show using nonnegative matrix factorization

Chord Recognition by Fitting Rescaled Chroma Vectors to Chord Templates

Automatic Relevance Determination in Nonnegative Matrix Factorization with the /spl beta/-Divergence

Probabilistic Template-Based Chord Recognition

Optimal cost function and magnitude power for NMF-based speech separation and music interpolation

Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence

Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization

Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation

Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation

Blind Separation of Sparse Sources Using Jeffrey’s Inverse Prior and the EM Algorithm

A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription

Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources

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